New Features

[t0mdavid-m]

Summary by CodeRabbit

• New Features

  • Status-based run view with progress bar, clearer completion/error messages, and aggregated error reporting; continues processing other files on individual failures.
  • Results saved in dated output folders with parameter snapshots alongside outputs.

• Refactor

  • Polars-based pipeline for faster, lower-memory processing and rendering; improved heatmap downsampling and streaming-friendly data handling.

• Chores

  • Version bumped to 0.9.10 (Windows installer metadata updated).
  • Docker base updated to Python 3.11; added dependency polars>=1.0.0.
  • Example datasets refreshed and many legacy config files removed.